Main Indicators
In order to partition networks into components or clusters, we deploy a community detection technique based on the Lovain Algorithm (Blondel et al., 2008). The Lovain Algorithm is a heuristic method that attempts to optimize the modularity of communities within a network by maximizing within- and minimizing between-community connectivity. We identify the following communities = knowledge bases.
| com | name | dgr_int | dgr |
|---|---|---|---|
| Knowledge Base 1: KB 1 | |||
| 1 | COHEN W.M. LEVINTHAL D.A. ABSORPTIVE CAPACITY: A NEW PERSPECTIVE ON LEARNING AND INNOVATION (1990) | 16181 | 19103 |
| 1 | LAURSEN K. SALTER A. OPEN FOR INNOVATION: THE ROLE OF OPENNESS IN EXPLAINING INNOVATION PERFORMANCE AMONG UK MANUFACTURING FIRMS (2006) | 9613 | 10417 |
| 1 | ZAHRA S.A. GEORGE G. ABSORPTIVE CAPACITY: A REVIEW RECONCEPTUALIZATION AND EXTENSION (2002) | 7580 | 8657 |
| 1 | KATILA R. AHUJA G. SOMETHING OLD SOMETHING NEW: A LONGITUDINAL STUDY OF SEARCH BEHAVIOR AND NEW PRODUCT INTRODUCTION (2002) | 6587 | 7080 |
| 1 | DAHLANDER L. GANN D.M. HOW OPEN IS INNOVATION? (2010) | 5968 | 6436 |
| 1 | LAURSEN K. SALTER A. OPEN FOR INNOVATION: THE ROLE OF OPENNESS IN EXPLAINING INNOVATION PERFORMANCE AMONG U.K. MANUFACTURING FIRMS (2006) | 4806 | 5260 |
| 1 | CASSIMAN B. VEUGELERS R. IN SEARCH OF COMPLEMENTARITY IN INNOVATION STRATEGY: INTERNAL R&D AND EXTERNAL KNOWLEDGE ACQUISITION (2006) | 4763 | 5270 |
| 1 | LEIPONEN A. HELFAT C.E. INNOVATION OBJECTIVES KNOWLEDGE SOURCES AND THE BENEFITS OF BREADTH (2010) | 4602 | 4929 |
| 1 | MARCH J.G. EXPLORATION AND EXPLOITATION IN ORGANIZATIONAL LEARNING (1991) | 4438 | 5013 |
| 1 | GRANT R.M. TOWARD A KNOWLEDGE-BASED THEORY OF THE FIRM (1996) | 4368 | 5039 |
| Knowledge Base 2: KB 2 | |||
| 2 | HUSELID M.A. THE IMPACT OF HUMAN RESOURCE MANAGEMENT PRACTICES ON TURNOVER PRODUCTIVITY AND CORPORATE FINANCIAL PERFORMANCE (1995) | 7484 | 7863 |
| 2 | BLAU P.M. (1964) | 5504 | 5896 |
| 2 | JIANG K. LEPAK D.P. HU J. BAER J.C. HOW DOES HUMAN RESOURCE MANAGEMENT INFLUENCE ORGANIZATIONAL OUTCOMES? A META-ANALYTIC INVESTIGATION OF MEDIATIN… | 3370 | 3525 |
| 2 | GAGNÉ M. DECI E.L. SELF-DETERMINATION THEORY AND WORK MOTIVATION (2005) | 3331 | 3362 |
| 2 | COMBS J. LIU Y. HALL A. KETCHEN D. HOW MUCH DO HIGH-PERFORMANCE WORK PRACTICES MATTER? A META-ANALYSIS OF THEIR EFFECTS ON ORGANIZATIONAL PERFORMAN… | 3317 | 3421 |
| 2 | MACDUFFIE J.P. HUMAN RESOURCE BUNDLES AND MANUFACTURING PERFORMANCE: ORGANIZATIONAL LOGIC AND FLEXIBLE PRODUCTION SYSTEMS IN THE WORLD AUTO INDUSTR… | 2822 | 2934 |
| 2 | ARTHUR J.B. EFFECTS OF HUMAN RESOURCE SYSTEMS ON MANUFACTURING PERFORMANCE AND TURNOVER (1994) | 2689 | 2774 |
| 2 | TAKEUCHI R. LEPAK D.P. WANG H. TAKEUCHI K. AN EMPIRICAL EXAMINATION OF THE MECHANISMS MEDIATING BETWEEN HIGH-PERFORMANCE WORK SYSTEMS AND THE PERFO… | 2592 | 2637 |
| 2 | LIAO H. TOYA K. LEPAK D.P. HONG Y. DO THEY SEE EYE TO EYE? MANAGEMENT AND EMPLOYEE PERSPECTIVES OF HIGH-PERFORMANCE WORK SYSTEMS AND INFLUENCE PROC… | 2590 | 2635 |
| 2 | BOSELIE P. DIETZ G. BOON C. COMMONALITIES AND CONTRADICTIONS IN HRM AND PERFORMANCE RESEARCH (2005) | 2556 | 2618 |
| Knowledge Base 3: KB 3 | |||
| 3 | SOLOW R.M. A CONTRIBUTION TO THE THEORY OF ECONOMIC GROWTH (1956) | 1491 | 1536 |
| 3 | LUCAS R.E. ON THE MECHANICS OF ECONOMIC DEVELOPMENT (1988) | 1427 | 1457 |
| 3 | ROMER P.M. ENDOGENOUS TECHNOLOGICAL CHANGE (1990) | 1107 | 1248 |
| 3 | MANKIW N.G. ROMER D. WEIL D.N. A CONTRIBUTION TO THE EMPIRICS OF ECONOMIC GROWTH (1992) | 933 | 954 |
| 3 | AUTOR D.H. LEVY F. MURNANE R.J. THE SKILL CONTENT OF RECENT TECHNOLOGICAL CHANGE: AN EMPIRICAL EXPLORATION (2003) | 844 | 850 |
| 3 | HALL R.E. JONES C.I. WHY DO SOME COUNTRIES PRODUCE SO MUCH MORE OUTPUT PER WORKER THAN OTHERS? (1999) | 837 | 837 |
| 3 | ROMER P.M. INCREASING RETURNS AND LONG-RUN GROWTH (1986) | 767 | 861 |
| 3 | BARRO R.J. ECONOMIC GROWTH IN A CROSS SECTION OF COUNTRIES (1991) | 760 | 769 |
| 3 | GROGGER J. HANSON G.H. INCOME MAXIMIZATION AND THE SELECTION AND SORTING OF INTERNATIONAL MIGRANTS (2011) | 747 | 750 |
| 3 | BLUNDELL R. BOND S. INITIAL CONDITIONS AND MOMENT RESTRICTIONS IN DYNAMIC PANEL DATA MODELS (1998) | 746 | 877 |
| Knowledge Base 4: KB 4 | |||
| 4 | MCWILLIAMS A. SIEGEL D. CORPORATE SOCIAL RESPONSIBILITY: A THEORY OF THE FIRM PERSPECTIVE (2001) | 7475 | 8090 |
| 4 | ORLITZKY M. SCHMIDT F.L. RYNES S.L. CORPORATE SOCIAL AND FINANCIAL PERFORMANCE: A META-ANALYSIS (2003) | 4592 | 5114 |
| 4 | SURROCA J. TRIBÓ J.A. WADDOCK S. CORPORATE RESPONSIBILITY AND FINANCIAL PERFORMANCE: THE ROLE OF INTANGIBLE RESOURCES (2010) | 3090 | 3389 |
| 4 | FREEMAN R.E. (1984) | 3046 | 3364 |
| 4 | MCWILLIAMS A. SIEGEL D.S. WRIGHT P.M. CORPORATE SOCIAL RESPONSIBILITY: STRATEGIC IMPLICATIONS (2006) | 2875 | 3039 |
| 4 | MARGOLIS J.D. WALSH J.P. MISERY LOVES COMPANIES: RETHINKING SOCIAL INITIATIVES BY BUSINESS (2003) | 2635 | 2746 |
| 4 | CARROLL A.B. A THREE-DIMENSIONAL CONCEPTUAL MODEL OF CORPORATE PERFORMANCE (1979) | 2194 | 2364 |
| 4 | MCWILLIAMS A. SIEGEL D. CORPORATE SOCIAL RESPONSIBILITY AND FINANCIAL PERFORMANCE: CORRELATION OR MISSPECIFICATION? (2000) | 2116 | 2256 |
| 4 | CAMPBELL J.L. WHY WOULD CORPORATIONS BEHAVE IN SOCIALLY RESPONSIBLE WAYS? AN INSTITUTIONAL THEORY OF CORPORATE SOCIAL RESPONSIBILITY (2007) | 2067 | 2288 |
| 4 | WADDOCK S.A. GRAVES S.B. THE CORPORATE SOCIAL PERFORMANCE-FINANCIAL PERFORMANCE LINK (1997) | 1964 | 2049 |
| Knowledge Base 5: KB 5 | |||
| 5 | DE MARCHI V. ENVIRONMENTAL INNOVATION AND R&D COOPERATION: EMPIRICAL EVIDENCE FROM SPANISH MANUFACTURING FIRMS (2012) | 5510 | 7307 |
| 5 | KESIDOU E. DEMIREL P. ON THE DRIVERS OF ECO-INNOVATIONS: EMPIRICAL EVIDENCE FROM THE UK (2012) | 3439 | 3932 |
| 5 | TRIGUERO A. MORENO-MONDÉJAR L. DAVIA M.A. DRIVERS OF DIFFERENT TYPES OF ECO-INNOVATION IN EUROPEAN SMES (2013) | 3018 | 3512 |
| 5 | HORBACH J. DETERMINANTS OF ENVIRONMENTAL INNOVATION—NEW EVIDENCE FROM GERMAN PANEL DATA SOURCES (2008) | 2463 | 2929 |
| 5 | PORTER M.E. VAN DER LINDE C. TOWARD A NEW CONCEPTION OF THE ENVIRONMENT-COMPETITIVENESS RELATIONSHIP (1995) | 2413 | 3061 |
| 5 | CARRILLO-HERMOSILLA J. DEL RÍO P. KÖNNÖLÄ T. DIVERSITY OF ECO-INNOVATIONS: REFLECTIONS FROM SELECTED CASE STUDIES (2010) | 2262 | 2645 |
| 5 | DEMIREL P. KESIDOU E. STIMULATING DIFFERENT TYPES OF ECO-INNOVATION IN THE UK: GOVERNMENT POLICIES AND FIRM MOTIVATIONS (2011) | 2015 | 2253 |
| 5 | CAINELLI G. DE MARCHI V. GRANDINETTI R. DOES THE DEVELOPMENT OF ENVIRONMENTAL INNOVATION REQUIRE DIFFERENT RESOURCES? EVIDENCE FROM SPANISH MANUFAC… | 1901 | 2344 |
| 5 | WAGNER M. ON THE RELATIONSHIP BETWEEN ENVIRONMENTAL MANAGEMENT ENVIRONMENTAL INNOVATION AND PATENTING: EVIDENCE FROM GERMAN MANUFACTURING FIRMS (2007) | 1848 | 2096 |
| 5 | GHISETTI C. MARZUCCHI A. MONTRESOR S. THE OPEN ECO-INNOVATION MODE. AN EMPIRICAL INVESTIGATION OF ELEVEN EUROPEAN COUNTRIES (2015) | 1808 | 2422 |
| Knowledge Base 6: KB 6 | |||
| 6 | BURT R.S. (1992) | 3382 | 3959 |
| 6 | MCPHERSON M. SMITH-LOVIN L. COOK J.M. BIRDS OF A FEATHER: HOMOPHILY IN SOCIAL NETWORKS (2001) | 2385 | 2482 |
| 6 | COLEMAN J.S. SOCIAL CAPITAL IN THE CREATION OF HUMAN CAPITAL (1988) | 2297 | 2625 |
| 6 | BURT R.S. (2005) | 1813 | 1973 |
| 6 | GRANOVETTER M.S. THE STRENGTH OF WEAK TIES (1973) | 1762 | 2070 |
| 6 | LIN N. (2001) | 1660 | 1730 |
| 6 | WASSERMAN S. FAUST K. (1994) | 1379 | 1656 |
| 6 | GRANOVETTER M. THE STRENGTH OF WEAK TIES (1973) | 1297 | 1445 |
| 6 | BOURDIEU P. THE FORMS OF CAPITAL (1986) | 1074 | 1127 |
| 6 | BURT R.S. STRUCTURAL HOLES AND GOOD IDEAS (2004) | 1045 | 1183 |